Marysia Winkels

Artificial Intelligence · 2018

A researcher in the Science corpus: 1 paper; trusts 9 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 9 citations into it
• Computer Vision and Pattern Recognition — 7 citations into it
• Model Architectures — 7 citations into it; #1,200 of 2,278 by trust here, #2,078 by citations

Whom Marysia Winkels trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Diederik P. Kingma
2. Xavier Glorot
3. Taco Cohen
4. B. van Ginneken
5. Yoshua Bengio
6. Jimmy Ba
7. Max Welling
8. Risi Kondor
9. Geoffrey E. Hinton
10. Alex Krizhevsky

Who trusts Marysia Winkels overall

1. Maurice Weiler
2. Erik J. Bekkers
3. David W. Romero
4. Gabriele Cesa
5. Taco Cohen
6. J. Tomczak

Papers from Marysia Winkels's perspective

Ordered by how strongly the researchers Marysia Winkels trusts endorse each paper. Same corpus, a different order for every researcher.

1. Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
2. ImageNet classification with deep convolutional neural networks
3. Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
4. Gradient-based learning applied to document recognition
5. Attention is All you Need (Neural Information Processing Systems)
6. ImageNet: A large-scale hierarchical image database
7. Long Short-Term Memory
8. Learning Multiple Layers of Features from Tiny Images
9. Going deeper with convolutions
10. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)

Their papers

• 3D G-CNNs for Pulmonary Nodule Detection (2018) — 111 citations